Loop engineering: designing the human-AI iteration — PMM Lab Notebook | Sana Shahid

I design the draft-critique-regenerate loop explicitly before starting: diffable artifacts at every hop, delta regeneration instead of full rewrites, and a sto…

Published: 2026-06-24 · 13 min read